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"from time to _" was offering "my" — the bigram only sees "to". A second build pass counts trigrams for frequent two-word contexts; /api/follows takes prev2 and returns both tiers, and the ghost ranks idiom-completers above bigram matches above everything else. Also normalizes curly apostrophes in the tokenizer. Degrades to bigram-only until the rebuilt data lands. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>